A neuromorphic robotic electronic skin with active pain and injury perception

Humanoid robots with advanced sensory capabilities are increasingly demanded for empathetic, close-contact interactions with humans. Electronic skin (E-skin) is a key enabling technology for such tactile perception. However, current E-skins are limited to basic tactile sensing with simple circuit architecture. Here, we introduce a neuromorphic robotic e-skin (NRE-skin) that not only provides fundamental tactile sensing but also integrates advanced features, such as active pain and injury detection. The NRE-skin encodes dynamic tactile stimuli into neural-like pulse trains and features active pain detection that triggers protective reflexes. Additionally, its injury sensing and modular design enable precise localization of damaged areas and rapid replacement of affected skin. By emulating human sensory and protective systems, the NRE-skin facilitates more natural and safer human-robot interactions.

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Publication Details

Journal
Proceedings of the National Academy of Sciences
Published
2025-12-22
DOI
https://doi.org/10.1073/pnas.2520922122
Citations
3
Primary Topic
Advanced Sensor and Energy Harvesting Materials
Type
article
Field-Weighted Citation Impact
2.02
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A neuromorphic robotic electronic skin with active pain and injury perception

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3 citations
Proceedings of the National Academy of Sciences
Advanced Sensor and Energy Harvesting Materials
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article

A neuromorphic robotic electronic skin with active pain and injury perception

Chun Ki Yiu, Xinge Yu, Jingkun Zhou, J. C. Li, Guihuan Guo, Yuyu Gao, Chuanfei Guo, Xingcan Huang, Jianpeng Zhang, Ting Huang, Yuan Guo, Jian Hui Li, Hehua Zhang, Zhenyu Liu, Lung Chow, Ya Huang, Zhenlin Chen, Qiang Zhang, Guangyao Zhao, Yuze Qiu, Binbin Zhang
article en
3 citations

Abstract

Humanoid robots with advanced sensory capabilities are increasingly demanded for empathetic, close-contact interactions with humans. Electronic skin (E-skin) is a key enabling technology for such tactile perception. However, current E-skins are limited to basic tactile sensing with simple circuit architecture. Here, we introduce a neuromorphic robotic e-skin (NRE-skin) that not only provides fundamental tactile sensing but also integrates advanced features, such as active pain and injury detection. The NRE-skin encodes dynamic tactile stimuli into neural-like pulse trains and features active pain detection that triggers protective reflexes. Additionally, its injury sensing and modular design enable precise localization of damaged areas and rapid replacement of affected skin. By emulating human sensory and protective systems, the NRE-skin facilitates more natural and safer human-robot interactions.

Proceedings of the National Academy of SciencesVol. 122(52)
Department of Health (CN), City University of Hong Kong (HK), Fudan University (CN), Southern University of Science and Technology (CN), City University of Hong Kong, Shenzhen Research Institute (CN), Division of Materials Science and Engineering (AU)
Openalex Percentile: Top 12%
Advanced Sensor and Energy Harvesting Materials
2.02
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